Book Image

Hands-On Software Architecture with Golang

By : Jyotiswarup Raiturkar
Book Image

Hands-On Software Architecture with Golang

By: Jyotiswarup Raiturkar

Overview of this book

Building software requires careful planning and architectural considerations; Golang was developed with a fresh perspective on building next-generation applications on the cloud with distributed and concurrent computing concerns. Hands-On Software Architecture with Golang starts with a brief introduction to architectural elements, Go, and a case study to demonstrate architectural principles. You'll then move on to look at code-level aspects such as modularity, class design, and constructs specific to Golang and implementation of design patterns. As you make your way through the chapters, you'll explore the core objectives of architecture such as effectively managing complexity, scalability, and reliability of software systems. You'll also work through creating distributed systems and their communication before moving on to modeling and scaling of data. In the concluding chapters, you'll learn to deploy architectures and plan the migration of applications from other languages. By the end of this book, you will have gained insight into various design and architectural patterns, which will enable you to create robust, scalable architecture using Golang.
Table of Contents (14 chapters)

Scaling data structures

The way in which we store data for an algorithm has a huge impact on the scalability for that particular algorithm. Various data structures provide different complexity for different operations. The following sections describe various data structures and the characteristics of various operations.

Profiling data structures

The algorithm scalability choices also often manifest themselves in the choice of data structures. This table gives the time and space complexity of common data structures and their operations:

Data structure

Time complexity

Space complexity

Average

Worst

Worst case

Search

Insert

Delete

Search

Insert

Delete

Array

O(n)

O(n)

O(n)

O(n)

O(n...